Top Big Data Companies With Best Stability & Growth (2,114)

Strong Revenue Growth: Recent disclosures highlight year-over-year revenue increases in 2025 and further growth in early 2026, with guidance pointing to continued double-digit expansion. Record analysis volumes and scaling usage underpin this top-line momentum.

Customer Loyalty & Retention: Net Dollar Retention improved and core genomics customers increased through 2025 into Q1 2026, indicating expanding spend and usage within the installed base. These trends suggest effective land-and-expand dynamics as newer applications drive deeper adoption.

Market Expansion: The company is adding a record number of new customers and expanding in the U.S., including large health-system wins and broader adoption of MSK-ACCESS/MSK-IMPACT. Rising platform analyses across regions signal broader geographic traction.

Strong Revenue Growth: Feedback suggests third‑party estimates point to revenue rising from 2023 to 2024, while repeated FT1000 recognition indicates multi‑year expansion. Headcount growth into 2025 and strong client case studies reinforce a continued growth trajectory.

Innovation-Driven Growth: The launch of PrimeAudience on Chrome’s Protected Audience API and early Privacy Sandbox testing suggest product leadership as the industry shifts cookieless. Additional launches such as ContentGPT and a self‑serve platform (rtb.com) signal ongoing product‑led expansion.

Market Expansion: Operations across 90+ markets with 30+ offices, along with continued hiring and executive appointments, indicate scaling to meet demand. Persistent inclusion in high‑growth rankings aligns with broader geographic and commercial reach.

Strong Revenue Growth: Clearing-fee revenue increased in 2025 alongside higher cleared volumes, with momentum continuing into early 2026. Financial updates also indicate higher shareholders’ equity, reflecting an expanded operating base.

Profitability: Net income rose in 2025 as activity scaled, signaling improved earnings power. The step-up in volume and fees suggests greater financial flexibility to fund risk management and technology initiatives.

Market Expansion: OCC added clearing for MIAX Futures Exchange in May 2026, increasing the number of venues it serves. Broader coverage across exchanges and trading platforms supports growth in throughput and ecosystem reach.

Strong Revenue Growth: Full-year revenue increased and the latest quarter also showed year-over-year gains, with organic growth remaining positive. This indicates the top line is expanding even as costs and volumes begin to normalize.

Healthy Cash Flow: Management guides to substantial free cash flow for the year ahead and continued share repurchases were reported. These signals suggest ongoing capacity to fund investment and capital returns.

Market Expansion: Latin America and AMEA delivered solid organic growth in the latest quarter, with pricing as the primary driver. Broad-based regional contributions supported overall revenue momentum.

Strong Revenue Growth: Recent disclosures show rising total revenue and accelerating Galleri test volumes year over year, with both full‑year 2025 and early 2026 reporting continued momentum. Quarterly updates point to sustained double‑digit growth across revenue and volumes.

Strategic Partnerships: Announcements detail deeper channel integrations and access, including Epic EHR ordering, Quest connectivity, and collaborations with health systems, employers, and digital‑health platforms. International arrangements, such as a Samsung collaboration and a Canada launch, further extend reach.

Investor Backing & Capital Strength: The company secured additional financing in late 2025 and reports a cash position described as providing a multi‑year runway. Public company status post‑spin‑off offers direct access to capital markets to fund commercialization and regulatory efforts.

Strong Revenue Growth: Recent results show revenue up year over year in Q1 2026 and for full‑year 2025, with management raising 2026 revenue guidance. Ex‑TAC gross profit also increased, indicating momentum in core unit economics.

Profitability: The company returned to positive net income in 2025 and Q1 2026 alongside strong free cash flow. Guidance calls for higher Adjusted EBITDA in 2026, signaling improving operating leverage.

Strategic Partnerships: Long‑term, scaled deals—especially the 30‑year exclusive Yahoo agreement and extensions into Microsoft display and CTV with Paramount/LG—expand inventory and demand. These partnerships materially widen reach and are framed as major revenue drivers as they ramp.

Investor Backing & Capital Strength: Recent funding trackers indicate a fresh 2025 round of about $26.35M, bringing total capital raised to roughly $76M—providing fuel to scale product and go‑to‑market.

Market Expansion: Multiple 2025–2026 manufacturer and distributor notices show transitions to Truzo (e.g., Alkermes, Organon, Gilead via Cencora). These migrations suggest growing adoption across stakeholders.

Product Line Growth: Kalderos promotes Truzo as an end‑to‑end drug discount management platform and continues to enhance solutions like Discount Hub and Commercial Discount Monitoring. Industry commentary and company materials highlight expanding capabilities aligned to today’s 340B environment.

Healthy Cash Flow: Statements indicate the company reached zero burn and positive cash flow, pointing to improving operating efficiency at scale rather than growth fueled solely by funding.

Strong Market Position & Advantage: Being named a Leader in Gartner’s 2024 Magic Quadrant and serving many Fortune 500 enterprises reinforce durable positioning with large customers.

Innovation-Driven Growth: Ongoing launches and partnerships in higher‑value areas—such as end‑to‑end ocean management with BuyCo and an alliance with Chorus—suggest continued expansion of platform breadth and autonomy.

Innovation-Driven Growth: Recent AI-focused launches such as the Jellyfish Assistant (March 2026) and continued platform updates demonstrate ongoing innovation that drives relevance and expansion.

Market Expansion: Customer footprint references have grown to "more than 700 companies" with named brands, indicating an expanding installed base; large-scale datasets in the 2026 report (1,000+ companies, 200,000 engineers) align with broader adoption through integrations.

Resilient & Sustainable Growth: Operating and growing without new financing since the 2022 Series C, alongside continued product launches and active recruiting signals, suggests disciplined, sustainable expansion; modest headcount growth reinforces a measured approach over hyper-scaling.

Investor Backing & Capital Strength: A recent majority investment by Vista Equity Partners at a higher valuation signals strong external confidence and resources to scale. The material step-up from the 2021 valuation indicates durable investor support for future growth.

Strong Market Position & Advantage: Consecutive Leader placements in Gartner’s Magic Quadrant (2024, 2025) and leadership recognition in Forrester’s 2024 EUEM Wave underscore sustained competitive strength. Such analyst validations typically align with strong execution and visibility in the category.

Product Line Growth: The acquisition of AppLearn in 2024 extends capabilities from endpoint telemetry into digital adoption, broadening the end‑to‑end DEX offering. Subsequent productization (e.g., Adopt on Infinity) indicates an expanding portfolio aligned to adjacent use cases.

Product Line Growth: Recent posts cite platform updates like the NextGen Processing Engine and Search Hit Reports with release dates of December 15, 2025 and January 15, 2026. Continued feature releases indicate ongoing investment in the core product.

Strategic Partnerships: A strategic partnership with The Chicago Bar Association was announced in May/June 2025, signaling a channel-oriented approach to customer acquisition. Such alliances can expand distribution and accelerate go-to-market.

Investor Backing & Capital Strength: In July 2023, the company received a growth capital investment from RF Investment Partners. The stated use of funds was to accelerate market expansion, operational advancements, and product development.

Investor Backing & Capital Strength: The company emerged from stealth in June 2023 with a $45M Series A led by NEA and Bain Capital Ventures, and leadership has stated a strong balance sheet to fund growth. These factors indicate resources to pursue expansion among petabyte-scale S3/GCS customers.

Strategic Partnerships: Granica joined Google Cloud Partner Advantage and listed offerings on AWS and Google Cloud Marketplaces. Such placements are described as easing procurement and helping joint customers accelerate AI initiatives.

Product Line Growth: Offerings expanded from Crunch (data reduction) to include Screen (data safety/privacy) and Chronicle/Signal, reflecting a broader platform surface area than at launch. Public materials cite integrations across lakehouse engines and table formats aligned to enterprise AI/analytics.

Strong Revenue Growth: Revenue is expanding at a double‑digit pace, with recent quarterly results beating expectations and management guiding continued growth for the year. Feedback suggests this builds on a multi‑year rebound and broad momentum across U.S. and international segments.

Market Expansion: Growth is broad‑based across key segments and regions, with U.S. Financial Services accelerating and an expanded footprint in Mexico via a new majority stake. Feedback suggests strategic acquisitions have supported the raised full‑year outlook.

Future-Ready Strategy: Management is investing to drive ongoing expansion and has outlined continued growth despite mix effects. Feedback suggests strategic initiatives and innovation, including AI‑enabled offerings, are helping sustain demand.

Market Expansion: Company support pages now list loans available in more U.S. states than earlier profiles, indicating a broadened footprint. Feedback suggests continued state rollouts are contributing to a wider operating reach.

Strong Hiring & Retention: Company channels show recent onboarding notes and a returning executive, signaling ongoing team investment. Feedback suggests headcount and hiring activity remain active across key functions.

Strategic Partnerships: Product and support materials cite an issuing bank partnership for certain products, indicating maintained infrastructure to support multi‑state operations. Feedback suggests this relationship enables compliance and scale as the footprint grows.

Strong Revenue Growth: Revenue is increasing across recent fiscal periods, with recurring revenue growing steadily over multiple years.

Profitability: The company reports profitability and indicates operations remained cash-flow positive in the latest fiscal year.

Investor Backing & Capital Strength: Backed by a majority investment and a unicorn valuation, capital resources appear strong for continued expansion.

Market Expansion: Feedback suggests the completed acquisition of Urgently and recent collaborations (e.g., KeyMe, Virginia Farm Bureau Insurance) expand technology, client reach, and service capacity. Continued emphasis on managing 13–14 million annual events and coverage for roughly 150 million drivers supports a scaling footprint.

Strong Market Position & Advantage: Available information indicates Agero was named Frost & Sullivan’s 2025 North American Company of the Year for digitalized roadside assistance, a signal of execution and momentum. Scale metrics repeatedly cited in 2026 materials reinforce leadership within white‑label roadside services.

Innovation-Driven Growth: Feedback suggests product and platform advances (e.g., Crash Response growth, Swoop capabilities, GenAI/automation recognition) are contributing to expansion. Post‑close plans to combine Swoop and Urgently capabilities point to continued tech‑led growth.

Resilient & Sustainable Growth: Third‑party web estimates show roughly 15.5M visits in February 2026, 19.1M in March, and 17.8M in April, indicating stable‑to‑slightly rising audience levels with strong U.S. share and long sessions. Organic search visibility also ticked up in April 2026, suggesting durable SEO demand for reviews, pricing, and appraisal content.

Innovation-Driven Growth: Product and brand activity includes new consumer tools such as a ChatGPT plugin and award‑recognized campaigns during 2025–26. These launches point to ongoing investment in features and marketing.

Strategic Partnerships: CarMax highlights Edmunds’ digital capabilities (e.g., instant appraisal) within its omnichannel strategy following the 2021 acquisition. This integration underscores Edmunds’ ongoing strategic role for traffic, leads, and pricing tools.

Investor Backing & Capital Strength: Recent investment from Blackstone Growth of $100 million, with media reporting an approximately $700 million valuation and independent confirmation by Simpson Thacher, signals strong external support to scale. Feedback suggests this late-stage capital represents a step up from earlier, smaller raises, strengthening financing capacity.

Market Expansion: Company materials and case studies describe deployments across corporate communications, public affairs, investor relations, and crisis communications for large enterprises. Feedback suggests this expanding set of use cases indicates broader adoption that can translate into revenue growth.

Strong Hiring & Retention: LinkedIn updates show ongoing senior hires and Built In’s 2026 Best Places to Work recognition for New York and DC offices, pointing to active recruitment and employer‑brand momentum. Feedback suggests sustained increases in headcount and senior go‑to‑market roles would reinforce a scale‑up trajectory.

Investor Backing & Capital Strength: A February 27, 2025 growth equity investment from Boathouse Capital is cited to scale services and enter new markets, with independent coverage also noting the raise. This indicates strengthened capital resources to fund hiring, capability build‑outs, and selective expansion.

Strong Revenue Growth: Consecutive Inc. 5000 placements in 2023 and 2024 and company statements about doubled revenue over a recent three‑year span point to revenue momentum. Third‑party mentions reinforce the trajectory, though absolute figures are not independently audited here.

Market Expansion: Operations across the U.S., U.K., and Bulgaria and stated plans for a West Coast presence signal a growing geographic footprint. The Mashey acquisition (closed September 16, 2022) is also framed as capability and scale expansion.

Strong Revenue Growth: Public disclosures indicate ARR and higher‑margin recurring services increased in 2023, with customer outcomes cited as margin uplift and material price improvement benefits. These signals, alongside continued product releases, are consistent with ongoing top‑line expansion.

Product Line Growth: The acquisition of Market Medium expanded rebates and channel management, and successive AI/ML capabilities (e.g., Pricing Assistant and ML‑driven price rules) show an actively broadening suite. This breadth supports cross‑sell and demand in core manufacturing and distribution use cases.

Strong Market Position & Advantage: Recognition as a Leader in the 2026 Gartner Magic Quadrant for B2B Pricing & Rebate Optimization and a doubling of partner‑originated pipeline indicate strong competitive standing. Customer win announcements and ecosystem expansion further reinforce category momentum.